Talk Around Town: Is Nvidia Running a Self-Funding GPU Merry-Go-Round With CoreWeave and Nebius?

What Folks Are Whispering About

Well, butter my biscuit and call it a feedback loop — there's a theory making the rounds that Nvidia has cooked up a financing arrangement so cozy it'd make a barn cat jealous. According to analyst Beth Kindig of IO Fund, Nvidia has put roughly $2 billion each into neocloud outfits CoreWeave and Nebius, and IO Fund argues those companies promptly wheel that capital right back around to Nvidia in the form of massive GPU purchases. IO Fund characterizes this as a self-reinforcing cycle that, the firm suggests, artificially props up GPU demand — though that characterization is IO Fund's own analytical opinion, not a finding confirmed by independent investigation.

IO Fund's analysis, republished on Medium and Seeking Alpha, paints a picture of a machinery that feeds itself like a hog at a self-refilling trough. The firm argues that CoreWeave and Nebius, which IO Fund describes as debt-laden neocloud providers struggling toward profitability, are capturing AI infrastructure demand while running up soaring debt loads, and that Nvidia's equity investments are structurally entangled with that spending. Readers should know that IO Fund manages investment portfolios that may include positions in these very companies, which is a potential conflict of interest worth weighing before treating the thesis as gospel.

What We Actually Know for Certain

Some parts of this story are solid as a cast-iron skillet. TechCrunch reported in January 2026 that Nvidia invested $2 billion to help CoreWeave expand its AI compute capacity, and 247 Wall St. corroborated that Nvidia acquired roughly 24.2 million CoreWeave shares — about a 9% equity stake — as part of that arrangement. Separately, Nvidia also put $2 billion into Nebius, according to IO Fund's reporting, though that specific investment has somewhat less top-tier corroboration than the CoreWeave deal.

CoreWeave's IPO S-1, filed with the SEC, independently confirms that Nvidia held an equity stake of around 1.21% at the time of filing and served as both a major hardware supplier and a capacity backstop, per that primary document. The S-1 is about as close to settled fact as the financial world gets. In exchange for its $2 billion investment, CoreWeave agreed to adopt Nvidia's CPU and storage platforms, commit to deploying future Nvidia Rubin GPU and Vera CPU infrastructure, and accelerate construction of AI facilities, according to 247 Wall St.

CoreWeave's financial scale is not in dispute either. The company projects capital expenditures of between $31 billion and $35 billion in 2026, expects interest expense of $650 to $730 million in the second quarter of 2026 alone, and carries a backlog approaching $100 billion, figures corroborated by Yahoo Finance and the Foreign Policy Journal. IO Fund, drawing on CoreWeave's first five earnings reports since its IPO, calculates total equity issuance at $3.5 billion against debt issuance exceeding $18.8 billion, with a net cash position of negative $22.6 billion — though that specific calculation originates from IO Fund and carries the uncertainty of any single analyst's math.

What Remains as Murky as Ditch Water

Here's where the tractor gets stuck in the mud. The core question — whether Nvidia's investments truly constitute a problematic circular financing arrangement — is purely a matter of analytical interpretation, and smart people are hollering at each other about it from across the fence. Hacker News commenters dug into the arithmetic and pointed out that Nvidia's $2 billion represents only about 5.7% of CoreWeave's projected $35 billion in 2026 capital expenditures, with the remaining roughly $32 billion coming from parties that have nothing to do with Nvidia. If that math holds, calling it a Nvidia-driven loop starts to sound like calling a teaspoon of molasses a flood.

CoreWeave CEO Michael Intrator has also publicly pushed back against the circular-deal framing, according to TechCrunch. Intrator characterized these financing structures as necessary industry collaboration given what he described as a dramatic and sudden shift in GPU supply and demand, arguing that companies operating in this environment simply have to work together. Whether that defense fully addresses the structural concerns IO Fund raises is, itself, a matter of interpretation — not something this publication can adjudicate.

Nebius's role in all this is even less independently documented. The $2 billion Nebius figure originates primarily from IO Fund's analysis. No major tech or financial outlet has separately investigated and confirmed a circular-financing dynamic at Nebius with the same depth of sourcing available for the CoreWeave side of the story. Spheron Network's blog adds some neocloud market context, but that source is a self-published vendor blog and should be treated accordingly.

Our Analysis: A Loop or Just a Lasso?

Analysis, not reporting: This whole situation looks less like a smoking gun and more like a complicated piece of farm equipment that might be working just fine or might be one bad harvest away from a breakdown — and darned if anyone can agree which. The IO Fund thesis is intellectually interesting and raises genuine structural questions about whether AI infrastructure investment is self-sustaining or self-deceiving. But it rests on a single analytical voice with a potential financial interest, and the arithmetic counterargument from Hacker News is not trivial.

Analysis, not reporting: The terms Nvidia extracted from CoreWeave in exchange for its $2 billion — platform adoption, infrastructure commitments, accelerated factory construction — do look, from the outside, like a company securing its own future revenue stream through an equity investment. That is a real dynamic worth scrutinizing. But 'securing future revenue' and 'artificially inflating demand through circular money flows' are meaningfully different accusations, and the evidence in hand does not definitively prove the stronger version of the claim.

Analysis, not reporting: Until a major financial or tech outlet runs an independent deep-dive that either corroborates or dismantles IO Fund's framework, the honest answer is that we are watching one smart analyst holler about a pattern she sees, some commenters hollering back that her math is off, and a CEO hollering that everybody just needs to calm down and collaborate. Readers with skin in the game should probably be doing their own arithmetic rather than taking any one voice as the final word on whether this particular merry-go-round is a ride or a trap.